Real ChatGPT answer · index seedtGRBQiNSFHgcompleteBeauty and personal care · oral careinformational

How effective are red-light therapy devices marketed for accelerated orthodontic tooth movement and gingival healing according to peer-reviewed dental literature?

ChatGPTgpt-63 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
How effective are red-light therapy devices marketed for accelerated orthodontic tooth movement and gingival healing according to peer-reviewed dental literature?
3 real searches · 1 real-search pass
photobiomodulation low level laser orthodontic tooth movement systematic review meta-analysis randomized controlled trials 2024 dentalGoogle ↗
OBSERVEDReason
photobiomodulation gingival healing periodontal surgery systematic review randomized clinical trials red light laser 2023 2024Google ↗
OBSERVEDReason
red light therapy orthodontic tooth movement home device evidence PBM wavelength dose clinical trial systematic reviewGoogle ↗
OBSERVEDComparison

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (3)
Short factOther / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
photobiomodulation low level laser orthodontic tooth movement systematic review meta-analysis randomized controlled trials 2024 dental Google ↗
photobiomodulation gingival healing periodontal surgery systematic review randomized clinical trials red light laser 2023 2024 Google ↗
red light therapy orthodontic tooth movement home device evidence PBM wavelength dose clinical trial systematic review Google ↗
  1. Effect of the photobiomodulation for acceleration of the orthodontic tooth movement: a systematic review and meta-analysis. · pubmed.ncbi.nlm.nih.gov
  2. Effectiveness of photobiomodulation with low-level lasers on the acceleration of orthodontic tooth movement: a systematic review and meta-analysis of split-mouth randomised clinical trials. · pubmed.ncbi.nlm.nih.gov
  3. Effective Parameters for Orthodontic Tooth Movement Acceleration with Photobiomodulation: An Umbrella Review. · pubmed.ncbi.nlm.nih.gov
  4. Effective Parameters for Orthodontic Tooth Movement Acceleration with Photobiomodulation: An Umbrella Review - Angela Domínguez, Hernan Dario Muñoz-Alvear, Daniela Oviedo-Toro, Ximena Suárez-Quenguán, Esteban Lopez-Portilla, 2024 · journals.sagepub.com
  5. Clinical and preclinical evidence on the bioeffects and movement-related implications of photobiomodulation in the orthodontic tooth movement: A systematic review · pubmed.ncbi.nlm.nih.gov
  6. Effect of low-level laser therapy on orthodontic dental alignment: a systematic review and meta-analysis. · pubmed.ncbi.nlm.nih.gov
  7. Effect of photobiomodulation in secondary intention gingival wound healing—a systematic review and meta-analysis · pmc.ncbi.nlm.nih.gov
  8. Effect of photobiomodulation in secondary intention gingival wound healing-a systematic review and meta-analysis · pubmed.ncbi.nlm.nih.gov
  9. Efficacy of Low-Level Laser Therapy in Wound Healing and Pain Reduction After Gingivectomy: A Systematic Review and Meta-analysis · pmc.ncbi.nlm.nih.gov
  10. Efficacy of Low-Level Laser Therapy in Wound Healing and Pain Reduction After Gingivectomy: A Systematic Review and Meta-analysis · pubmed.ncbi.nlm.nih.gov
  11. Adjunctive photobiomodulation to Basic Periodontal therapy using different low-power laser application techniques: a systematic review and meta-analysis. · pubmed.ncbi.nlm.nih.gov
  12. Effective Wavelength Range in Photobiomodulation for Tooth Movement Acceleration in Orthodontics: A Systematic Review. · pubmed.ncbi.nlm.nih.gov
  13. Systematic Review of Orthodontic Treatment Management with Photobiomodulation Therapy · pubmed.ncbi.nlm.nih.gov
  14. Effectiveness of photobiomodulation with low-level lasers on the acceleration of orthodontic tooth movement: an umbrella review. · pubmed.ncbi.nlm.nih.gov
  15. Effectiveness of photobiomodulation with low-level lasers on the acceleration of orthodontic tooth movement: an umbrella review · nature.com
  16. DOI · doi.org

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
photobiomodulation low level laser orthodontic tooth movement systematic review meta-analysis randomized controlled trials 2024 dental
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
photobiomodulation gingival healing periodontal surgery systematic review randomized clinical trials red light laser 2023 2024
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
red light therapy orthodontic tooth movement home device evidence PBM wavelength dose clinical trial systematic review
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1